﻿@techreport{RN1,
   author = {尹达恒},
   title = {基本回归算法综述},
   publisher = {江南大学},
   year = {2019},
   journal = {人工智能课程作业}
}

@techreport{RN2,
   author = {尹达恒},
   title = {人工神经网络理论及应用},
   publisher = {江南大学},
   year = {2019},
   journal = {人工智能课程作业}
}

@phdthesis{RN162,
   author = {赵培培},
   title = {机器学习多种算法在糖尿病检测分类中的应用研究},
   school = {兰州大学},
   type = {硕士},
   year = {2018},
   type = {Thesis}
}

@book{RN163,
   author = {Little, Roderick JA and Rubin, Donald B},
   title = {Statistical analysis with missing data},
   publisher = {Wiley},
   volume = {793},
   ISBN = {0470526793},
   year = {2019},
   type = {Book}
}

@article{RN164,
   author = {Li, Peng and Stuart, Elizabeth A and Allison, David B},
   title = {Multiple imputation: a flexible tool for handling missing data},
   journal = {Jama},
   volume = {314},
   number = {18},
   pages = {1966-1967},
   ISSN = {0098-7484},
   year = {2015},
   type = {Journal Article}
}

@article{RN165,
   author = {Bhaskaran, Krishnan and Smeeth, Liam},
   title = {What is the difference between missing completely at random and missing at random?},
   journal = {International journal of epidemiology},
   volume = {43},
   number = {4},
   pages = {1336-1339},
   ISSN = {1464-3685},
   year = {2014},
   type = {Journal Article}
}

@inproceedings{RN166,
   author = {Qizhong, Z.},
   title = {An Approach to Rough Set Decomposition of Incomplete Information Systems},
   booktitle = {2007 2nd IEEE Conference on Industrial Electronics and Applications},
   pages = {2455-2460},
   ISBN = {2156-2318},
   DOI = {10.1109/ICIEA.2007.4318851},
   type = {Conference Proceedings}
}

@article{RN167,
   author = {邹莉玲 and 吴娟丽 and 李觉},
   title = {多重填补法在任意缺失随访资料中的应用},
   journal = {中国卫生统计},
   volume = {32},
   number = {02},
   pages = {221-223},
   ISSN = {1002-3674},
   year = {2015},
   type = {Journal Article}
}

@article{RN169,
   author = {Dempster, Arthur P and Laird, Nan M and Rubin, Donald B},
   title = {Maximum likelihood from incomplete data via the EM algorithm},
   journal = {Journal of the Royal Statistical Society: Series B (Methodological)},
   volume = {39},
   number = {1},
   pages = {1-22},
   ISSN = {0035-9246},
   year = {1977},
   type = {Journal Article}
}

@phdthesis{RN170,
   author = {韩珂},
   title = {海事船舶故障诊断系统关键技术研究},
   publisher = {南京航空航天大学},
   type = {硕士},
   year = {2017},
   type = {Thesis}
}

@article{RN171,
   author = {廖加强 and 刘俊阳 and 张菊英},
   title = {基于Bootstrap抽样的EM估计缺失数据多重填补方法在公共卫生调查数据中的应用及其R实现},
   journal = {现代预防医学},
   volume = {41},
   number = {01},
   pages = {7-10},
   ISSN = {1003-8507},
   year = {2014},
   type = {Journal Article}
}

@phdthesis{RN172,
   author = {杨林},
   title = {几种填补方法的比较及在纵向数据缺失中的应用},
   publisher = {山西医科大学},
   type = {硕士},
   year = {2014},
   type = {Thesis}
}

@article{RN173,
   author = {Raghunathan, Trivellore E and Lepkowski, James M and Van Hoewyk, John and Solenberger, Peter},
   title = {A multivariate technique for multiply imputing missing values using a sequence of regression models},
   journal = {Survey methodology},
   volume = {27},
   number = {1},
   pages = {85-96},
   ISSN = {0714-0045},
   year = {2001},
   type = {Journal Article}
}

@inproceedings{RN174,
   author = {Liao, Zaifei and Lu, Xinjie and Yang, Tian and Wang, Hongan},
   title = {Missing data imputation: a fuzzy K-means clustering algorithm over sliding window},
   booktitle = {2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery},
   publisher = {IEEE},
   volume = {3},
   pages = {133-137},
   ISBN = {0769537359},
   type = {Conference Proceedings}
}

@article{RN175,
   author = {郑奇斌 and 刁兴春 and 曹建军 and 周星 and 许永平},
   title = {结合局部敏感哈希的k近邻数据填补算法},
   journal = {计算机应用},
   volume = {36},
   number = {02},
   pages = {397-401},
   ISSN = {1001-9081},
   year = {2016},
   type = {Journal Article}
}

@article{RN176,
   author = {章涛 and 朱麟 and 季加东 and 袁中尚 and 薛付忠 and 李秀君},
   title = {基于R软件的缺失数据MICE填补效果研究},
   journal = {中国卫生统计},
   volume = {32},
   number = {04},
   pages = {580-584},
   ISSN = {1002-3674},
   year = {2015},
   type = {Journal Article}
}

@phdthesis{RN177,
   author = {解东方},
   title = {心血管病流行病调查中缺失数据填补方法的比较及模拟研究},
   publisher = {北京协和医学院},
   type = {博士},
   year = {2014},
   type = {Thesis}
}

@article{RN178,
   author = {Baraldi, Amanda N and Enders, Craig K},
   title = {An introduction to modern missing data analyses},
   journal = {Journal of school psychology},
   volume = {48},
   number = {1},
   pages = {5-37},
   ISSN = {0022-4405},
   year = {2010},
   type = {Journal Article}
}

@article{RN179,
   author = {Smith, Adrian FM and Roberts, Gareth O},
   title = {Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods},
   journal = {Journal of the Royal Statistical Society: Series B (Methodological)},
   volume = {55},
   number = {1},
   pages = {3-23},
   ISSN = {0035-9246},
   year = {1993},
   type = {Journal Article}
}

@phdthesis{RN180,
   author = {梁霞},
   title = {缺失数据的多重插补及其改进},
   publisher = {中南大学},
   type = {硕士},
   year = {2007},
   type = {Thesis}
}

@article{RN181,
   author = {Buuren, S van and Groothuis-Oudshoorn, Karin},
   title = {mice: Multivariate imputation by chained equations in R},
   journal = {Journal of statistical software},
   pages = {1-68},
   ISSN = {1548-7660},
   year = {2010},
   type = {Journal Article}
}

@article{RN182,
   author = {Van Buuren, Stef and Boshuizen, Hendriek C and Knook, Dick L},
   title = {Multiple imputation of missing blood pressure covariates in survival analysis},
   journal = {Statistics in medicine},
   volume = {18},
   number = {6},
   pages = {681-694},
   ISSN = {0277-6715},
   year = {1999},
   type = {Journal Article}
}

@article{RN183,
   author = {帅平 and 李晓松 and 周晓华 and 刘玉萍},
   title = {缺失数据统计处理方法的研究进展},
   journal = {中国卫生统计},
   volume = {30},
   number = {01},
   pages = {135-139+142},
   ISSN = {1002-3674},
   year = {2013},
   type = {Journal Article}
}

@article{RN91,
   author = {Nelder, John Ashworth and Wedderburn, Robert WM},
   title = {Generalized linear models},
   journal = {Journal of the Royal Statistical Society: Series A (General)},
   volume = {135},
   number = {3},
   pages = {370-384},
   ISSN = {0035-9238},
   year = {1972},
   type = {Journal Article}
}

@article{RN92,
   author = {梅长林，王宁},
   title = {近代回归分析方法},
   journal = {北 京: 科 学 出 版 社},
   year = {2012},
   type = {Journal Article}
}

@misc{RN94,
  title={近代线性回归分析方法},
  author={胡宏昌，崔恒建，秦永松等},
  year={2012},
  publisher={科学出版社},
  address={北京}
}

@article{RN122,
   author = {Cybenko, George},
   title = {Approximation by superpositions of a sigmoidal function},
   journal = {Mathematics of control, signals and systems},
   volume = {2},
   number = {4},
   pages = {303-314},
   ISSN = {0932-4194},
   year = {1989},
   type = {Journal Article}
}

@article{RN134,
   author = {Girosi, Federico and Jones, Michael and Poggio, Tomaso},
   title = {Regularization Theory and Neural Networks Architectures},
   journal = {Neural Computation},
   volume = {7},
   number = {2},
   pages = {219-269},
   ISSN = {0899-7667},
   DOI = {10.1162/neco.1995.7.2.219},
   url = {https://doi.org/10.1162/neco.1995.7.2.219},
   year = {1995},
   type = {Journal Article}
}

@article{RN133,
   author = {Hinton, Geoffrey E and Srivastava, Nitish and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan R},
   title = {Improving neural networks by preventing co-adaptation of feature detectors},
   journal = {arXiv preprint arXiv:1207.0580},
   year = {2012},
   type = {Journal Article}
}

@article{RN184,
   author = {Cortes, Corinna and Vapnik, Vladimir},
   title = {Support-vector networks},
   journal = {Machine learning},
   volume = {20},
   number = {3},
   pages = {273-297},
   ISSN = {0885-6125},
   year = {1995},
   type = {Journal Article}
}

@book{RN90,
   author = {周志华},
   title = {机器学习},
   address = {北京},
   publisher = {清华大学出版社},
   ISBN = {7302423288},
   year = {2016},
   type = {Book}
}

@article{RN185,
   author = {李静 and 徐路路},
   title = {基于机器学习算法的研究热点趋势预测模型对比与分析——BP神经网络、支持向量机与LSTM模型},
   journal = {现代情报},
   volume = {39},
   number = {04},
   pages = {23-33},
   ISSN = {1008-0821},
   year = {2019},
   type = {Journal Article}
}

@article{RN186,
   author = {何国栋 and 崔东文},
   title = {基于阴阳对算法优化的随机森林与支持向量机组合模型及径流预测实例},
   journal = {人民珠江},
   volume = {40},
   number = {03},
   pages = {33-38},
   ISSN = {1001-9235},
   year = {2019},
   type = {Journal Article}
}

@article{RN187,
   author = {曹延明 and 井德泉 and 刘春高},
   title = {人工免疫算法优化双支持向量机在拱坝变形预测中的应用},
   journal = {长江科学院院报},
   pages = {1-6},
   ISSN = {1001-5485},
   year = {2019},
   type = {Journal Article}
}

@article{RN188,
   author = {马翔匀 and 鲍颜红 and 张金龙 and 张成龙},
   title = {基于支持向量机和决策函数的暂态稳定评估方法},
   journal = {电测与仪表},
   pages = {1-7},
   ISSN = {1001-1390},
   year = {2019},
   type = {Journal Article}
}

@article{RN189,
   author = {朱永波 and 张飞 and 张勇军 and 王增权},
   title = {基于粒子群优化的带钢凸度神经网络预测模型研究},
   journal = {冶金自动化},
   volume = {43},
   number = {02},
   pages = {11-15+28},
   ISSN = {1000-7059},
   year = {2019},
   type = {Journal Article}
}

@article{RN190,
   author = {周世香},
   title = {基于遗传算法优化支持向量机的汽车销量预测},
   journal = {经营与管理},
   number = {01},
   pages = {128-131},
   ISSN = {1003-3475},
   year = {2019},
   type = {Journal Article}
}

@article{RN191,
   author = {Tanveer, Mohammad},
   title = {Linear programming twin support vector regression},
   journal = {Filomat},
   volume = {31},
   number = {7},
   pages = {2123-2142},
   ISSN = {0354-5180},
   year = {2017},
   type = {Journal Article}
}

@article{RN192,
   author = {Khemchandani, Reshma and Goyal, Keshav and Chandra, Suresh},
   title = {TWSVR: regression via twin support vector machine},
   journal = {Neural Networks},
   volume = {74},
   pages = {14-21},
   ISSN = {0893-6080},
   year = {2016},
   type = {Journal Article}
}

@article{RN193,
   author = {王江涛 and 陈锻生 and 温新竹},
   title = {基于Hadoop平台的KNN分类器的优化和实现},
   journal = {太原理工大学学报},
   volume = {47},
   number = {04},
   pages = {513-517+526},
   ISSN = {1007-9432},
   year = {2016},
   type = {Journal Article}
}

@article{RN194,
   author = {梁聪 and 夏书银 and 陈子忠},
   title = {基于参考点的改进k近邻分类算法},
   journal = {计算机工程},
   volume = {45},
   number = {02},
   pages = {167-172},
   ISSN = {1000-3428},
   year = {2019},
   type = {Journal Article}
}

@article{RN195,
   author = {任仪},
   title = {基于决策树的海量医学图像数据挖掘方法研究},
   journal = {电子设计工程},
   volume = {27},
   number = {06},
   pages = {33-36+41},
   ISSN = {1674-6236},
   year = {2019},
   type = {Journal Article}
}

@article{quinlan1986induction,
  title={Induction of decision trees},
  author={Quinlan, J. Ross},
  journal={Machine learning},
  volume={1},
  number={1},
  pages={81--106},
  year={1986},
  publisher={Springer}
}

@book{quinlan2014c4,
  title={C4. 5: programs for machine learning},
  author={Quinlan, J Ross},
  year={2014},
  publisher={Elsevier}
}

@book{breiman2017classification,
  title={Classification and regression trees},
  author={Breiman, Leo},
  year={2017},
  publisher={Routledge}
}

@book{bmi,
  title={Body Mass Index and Colorectal Cancer, Body-mass Index and Health},
  author={Nuri Faruk Aykan and Mehmet Artac and Tahsin Özatli},
  year={2018},
  publisher={IntechOpen}
}

@book{ins,
  title={Insulin in Forensic Medicine and Toxicology, Ultimate Guide to Insulin},
  author={Rafał Skowronek},
  year={2018},
  publisher={IntechOpen}
}

@article{RN197,
   author = {Yuan, Sha and Zhang, Yu and Tang, Jie and Hall, Wendy and Cabotà, Juan Bautista},
   title = {Expert finding in community question answering: a review},
   journal = {Artificial Intelligence Review},
   pages = {1-32},
   ISSN = {0269-2821},
   year = {2019},
   type = {Journal Article}
}

@phdthesis{RN198,
   author = {王国才},
   title = {朴素贝叶斯分类器的研究与应用},
   university = {重庆交通大学},
   type = {硕士},
   year = {2010},
   type = {Thesis}
}

@phdthesis{RN199,
   author = {蒋良孝},
   title = {朴素贝叶斯分类器及其改进算法研究},
   university = {中国地质大学},
   type = {博士},
   year = {2009},
   type = {Thesis}
}

@article{RN200,
   author = {邸鹏 and 段利国},
   title = {一种新型朴素贝叶斯文本分类算法},
   journal = {数据采集与处理},
   volume = {29},
   number = {01},
   pages = {71-75},
   ISSN = {1004-9037},
   year = {2014},
   type = {Journal Article}
}

@article{RN201,
   author = {张伟 and 王志海 and 原继东 and 刘海洋},
   title = {一种局部属性加权朴素贝叶斯分类算法},
   journal = {北京交通大学学报},
   volume = {42},
   number = {02},
   pages = {14-21},
   ISSN = {1673-0291},
   year = {2018},
   type = {Journal Article}
}

@inproceedings{dwyer2007decision,
  title={Decision tree instability and active learning},
  author={Dwyer, Kenneth and Holte, Robert},
  booktitle={European Conference on Machine Learning},
  pages={128--139},
  year={2007},
  organization={Springer}
}